How to Turn a Forecast Spreadsheet Into an Interactive Planning Tool With ChatGPT Work

By OpenAI

Categories: AI, Product

Summary

OpenAI's strategic finance team eliminated hours of manual forecast updates by using ChatGPT to convert static spreadsheets into interactive planning sites. Leaders can now test scenarios and see financial impacts in real-time without touching the underlying model—a workflow pattern applicable to any data-driven decision-making process.

Key Takeaways

  1. Use ChatGPT with file uploads to transform raw spreadsheets into interactive web interfaces that preserve model integrity while enabling stakeholder exploration.
  2. Define decision context upfront: specify the audience, required decision, deadline, and assumption to test. This framing makes AI outputs more structured and actionable.
  3. Interactive sites bridge the gap between static presentations and live spreadsheets—they allow scenario testing in real-time without breaking the source model or requiring technical skills.
  4. Maintain a validation checkpoint: always verify AI-generated results against the original model before approving changes to ensure accuracy in financial planning.
  5. This workflow reduces recurring manual work: Kyle previously spent hours rerunning numbers on each leadership question; automation eliminates this bottleneck while maintaining control.

Related topics

Transcript Excerpt

Chat GPT work turned our team spreadsheet into an interactive review with sites. Leaders can compare forecasts, listen to an audio briefing, test new scenarios, and see the impact before any numbers change. Hi, I'm Kyle. I'm on the strategic finance team at OpenAI. Before Chat GBT work, I spent hours turning those models into executive [music] updates and rerunning the numbers whenever leadership asked a new question about our forecast. I'll show you how I have chat GPT run a lot of this process for me. We'll cover five steps to set this up. First, I open the chat GPT desktop [music] app and switch to ChatGpt work. You can also do this on web. I drop the link to our forecast spreadsheet and share some product context behind the decision we're evaluating. Next, I tell Chatribt [music] who t…

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